A COmprehensive cyber-intelligence framework for resilient coLLABorative manufacturing Systems

Project Information

COLLABS

Grant agreement ID: 871518

DOI 10.3030/871518

Project closed

EC signature date 5 December 2019

Start date 1 January 2020

End date 31 December 2022

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost € 5 999 643,75

EU contribution € 5 999 643,75

Coordinated by

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France

Deliverables

Other (9)

The COLLABS Level-1 Security Package for Securely Connected Objects: Final Version

The COLLABS Level1 Security Package for Securely Connected Objects Final Version

The COLLABS Level-2 Security Package for Resilience in Smart Factories: 1st complete version
The COLLABS Level-3 Security Package for Secure Digital Supply Networks: 1st complete version
The COLLABS Level-1 Security Package for Securely Connected Objects: 1st complete version

The COLLABS Level1 Security Package for Securely Connected Objects 1st complete version

The COLLABS Level-1 Security Package for Securely Connected Objects: MVP
The COLLABS Level-2 Security Package for Resilience in Smart Factories: Final Version

The COLLABS Level2 Security Package for Resilience in Smart Factories Final Version

The COLLABS Level-3 Security Package for Secure Digital Supply Networks: Final Version

The COLLABS Level3 Security Package for Secure Digital Supply Networks Final Version

The COLLABS Level-2 Security Package for Resilience in Smart Factories: MVP
The COLLABS Level-3 Security Package for Secure Digital Supply Networks: MVP

Documents, reports (10)

Applicability of the Ethics guidelines for trustworthy AI to the COLLABS approach.
Dissemination strategy and activities y2 m24
Dissemination strategy and activities y1 m12
System Architecture definition
Project handbook - initial version
Final business model and long-term sustainability report

Final business model and longterm sustainability report

Assessment report and impact analysis
Project handbook y2
Project handbook y3
COLLABS innovations for Industrial IoT systems

Demonstrators, pilots, prototypes (6)

COLLABS Minimum Viable Product
Best practices for maintaining and operating the framework in the long-term - TRL 7

Best practices for maintaining and operating the framework in the longterm TRL 7

Project website
COLLABS integrated framework m30
COLLABS integrated framework m18
COLLABS Demonstration - final execution

COLLABS Demonstration final execution

Publications

Peer reviewed articles (11)

A Survey on Encrypted Network Traffic Analysis Applications, Techniques, and Countermeasures

Author(s): Eva Papadogiannaki, Sotiris Ioannidis
Published in: ACM Computing Surveys, Issue 54/6, 2022, ISSN 1557-7341
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3457904

On Architectural Support for Instruction Set Randomization

Author(s): George Christou, Giorgos Vasiliadis, Vassilis Papaefstathiou, Antonis Papadogiannakis, Sotiris Ioannidis
Published in: ACM Transactions on Architecture and Code Optimization, Issue 17/4, 2020, Page(s) 1-26, ISSN 1544-3566
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3419841

A Hessian inversion-free exact second order method for distributed consensus optimization

Author(s): Dušan Jakovetić, Nataša Krejić and Nataša Krklec Jerinkić
Published in: IEEE Transactions on Signal and Information Processing over Networks, Issue 8, 2022, ISSN 2373-776X
Publisher: IEEE
DOI: 10.1109/tsipn.2022.3203860

LiDL: Localization with early detection of sybil and wormhole attacks in IoT Networks

Author(s): Pallavi Kaliyar, Wafa Ben Jaballah, Mauro Conti, Chhagan Lal
Published in: Computers & Security, Issue 94, 2020, ISSN 0167-4048
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2020.101849

Machine and Deep Learning Solutions for Intrusion Detection and Prevention in IoTs: A Survey

Author(s): Pls Jayalaxmi, Rahul Saha, Gulshan Kumar, Mauro Conti, Tai-Hoon Kim
Published in: IEEE Access, Issue 10, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3220622

A Zero-Trust Architecture for Remote Access in Industrial IoT Infrastructures

Author(s): Fabio Federici; Davide Martintoni; Valerio Senni
Published in: Volume 12, Issue 5, 2022, ISSN 0000-0000
Publisher: MDPI
DOI: 10.3390/electronics12030566

RESEKRA: Remote Enrollment Using SEaled Keys for Remote Attestation

Author(s): Ernesto Gómez-Marín; Luis Parrilla; Gianfranco Mauro; Antonio Escobar-Molero; Diego P. Morales; Encarnación Castillo
Published in: Sensors, Issue 7, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22135060

A comprehensive survey of authentication methods in Internet-of-Things and its conjunctions

Author(s): Ashish Kumar, Rahul Saha, Mauro Conti, Gulshan Kumar, William J Buchanan, Tai Hoon Kim
Published in: Journal of Network and Computer Applications, Issue 204, 2022, ISSN 1084-8045
Publisher: Academic Press
DOI: 10.1016/j.jnca.2022.103414

Distributed Recursive Estimation Under Heavy-Tail Communication Noise

Author(s): D. Jakovetic, M. Vukovic, D. Bajovic, A. K. Sahu, S. Kar
Published in: SIAM Journal on Control and Optimization, 2022, ISSN 0363-0129
Publisher: Society for Industrial and Applied Mathematics

Adaptive Intrusion Detection in Edge Computing using Cerebellar Model Articulation Controller and Spline Fit

Author(s): Gulshan Kumar, Rahul Saha, Mauro Conti, Reji Thomas, Tannishtha Devgun and JPC Rodrigues
Published in: IEEE Transactions on Services Computing, Issue Early Access, 2022, ISSN 0000-0000
Publisher: IEEE
DOI: 10.1109/tsc.2022.3178471

EFIX: Exact fixed point methods for distributed optimization

Author(s): Dušan Jakovetić, Nataša Krejić and Nataša Krklec Jerinkić
Published in: Journal of Global Optimization, 2022, Page(s) 1-25, ISSN 1573-2916
Publisher: Springer
DOI: 10.1007/s10898-022-01221-4

Conference proceedings (20)

Distributed nonlinear state estimation in electric power systems using graph neural networks

Author(s): Ognjen Kundacina, Mirsad Cosovic, Dragisa Miskovic and Dejan Vukobratovic.
Published in: IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2022, 2022, Page(s) 8-13
Publisher: IEEE
DOI: 10.1109/smartgridcomm52983.2022.9960967

The Million Dollar Handshake Secure and Attested Communications in the Cloud

Author(s): Nikolaos Chalkiadakis, Dimitris Deyannis, Dimitris Karnikis, Giorgos Vasiliadis, Sotiris Ioannidis
Published in: Conference: IEEE CLOUD 2020, 2020
Publisher: TBD

Andromeda: Enabling Secure Enclaves For The Android Ecosystem

Author(s): Dimitris Deyannis, Dimitris Karnikis, Giorgos Vasiliadis, and Sotiris Ioannidis.
Published in: 24th Information Security Conference (ISC)., Issue LNSC, volume 13118, 2021
Publisher: Spinger
DOI: 10.1007/978-3-030-91356-4_11

Machine learning methods for device identification using wireless fingerprinting.

Author(s): Srđan Šobot, Vukan Ninković, Dejan Vukobratović, Milan Pavlović and Miloš Radovanović
Published in: 5th International Balkan Conference on Communications and Networking (BalkanCom), Sarajevo, Bosnia and Herzegovina, 2022, Page(s) 83-188
Publisher: IEEE
DOI: 10.1109/balkancom55633.2022.9900723

PoSC: Combined Score for Consensus in Intemet-of-Things Applications

Author(s): Arshdeep Singh, Rahul Saha, Mauro Conti, Gulshan Kumar
Published in: Fourth International Conference on Blockchain Computing and Applications (BCCA), 2022
Publisher: IEEE
DOI: 10.1109/bcca55292.2022.9922056

On Matrix Multiplication with Homomorphic Encryption

Author(s): Panagiotis Rizomiliotis; Aikaterini Triakosia
Published in: In Proceedings of the 2022 on Cloud Computing Security Workshop (CCSW'22), Issue 7, 2022, ISBN 9781450398756
Publisher: ACM
DOI: 10.1145/3560810.3564267

Risk-driven Model-based Architecture Design for Secure Information Flows in Manufacturing Infrastructures

Author(s): Loris Dal Lago, Fabio Federici, Davide Martintoni, Valerio Senni
Published in: SECRYPT 2022, 2022, Page(s) 499-506
Publisher: ScitePress
DOI: 10.5220/0011144700003283

An enclave assisted snapshot-based kernel integrity monitor

Author(s): Dimitris Deyannis, Dimitris Karnikis, Giorgos Vasiliadis, Sotiris Ioannidis
Published in: Proceedings of the Third ACM International Workshop on Edge Systems, Analytics and Networking, 2020, Page(s) 19-24, ISBN 9781450371322
Publisher: ACM
DOI: 10.1145/3378679.3394539

Towards achieving confidentiality in Hyperledger Fabric

Author(s): Benedikt Hofmann, Prabhakaran Kasinathan, Martin Wimmer
Published in: IEEE International Conference on Blockchain (Blockchain), 2022
Publisher: IEEE
DOI: 10.1109/blockchain55522.2022.00060

Secure Remote Maintenance via Workflow-Driven Security Framework

Author(s): Kasinathan, Prabhakaran, Davide Martinoni, Benedikt Hofmann, Valerio Senni, Martin Wimmer
Published in: Conference: IEEE Blockchain 2021, 2021
Publisher: IEEE
DOI: 10.1109/blockchain53845.2021.00016

Employing a consensus nonlinearity in distributed estimation under heavy-tail noise

Author(s): Manojlo Vukovic, Dusan Jakovetic, Dragana Bajovic, Anit Kumar Sahu, Soummya Kar
Published in: 32nd EURO 2022 Conference, 2022
Publisher: In selected journals by the conference

SoK: Secure Aggregation Based on Cryptographic Schemes for Federated Learning

Author(s): Mohamad Mansouri, Melek Onen, Wafa Ben Jaballah, Mauro Conti
Published in: Privacy Enhancing Technologies Symposium (PETS), 2023, Page(s) 140–157
Publisher: N/A
DOI: 10.56553/popets-2023-0009

Learning from Failures: Secure and Fault-Tolerant Aggregation for Federated Learning

Author(s): Mohamad Mansouri, Melek Onen, Wafa Ben Jaballah
Published in: Annual Computer Security Applications Conference (ACSAC 2022), 2022, Page(s) 146-158
Publisher: N/A
DOI: 10.1145/3564625.3568135

Network Intrusion Detection in Encrypted Traffic

Author(s): Eva Papadogiannaki, Giorgos Tsirantonakis, Sotiris Ioannidis
Published in: The Fourth International Workshop on Secure Smart Societies in Next Generation Networks (IEEE DSC 2022), 2022
Publisher: IEEE
DOI: 10.1109/dsc54232.2022.9888942

, Edge Machine Learning in 3GPP NB-IoT: Architecture, Applications and Demonstration

Author(s): D. Vukobratovic, M. Lukic, I. Mezei, D. Bajovic, D. Danilovic, M. Savic, Z. Bodroski, S. Skrbic, D. Jakovetic
Published in: European Signal Processing Conference, EUSIPCO 2022, 2022, Page(s) 707-711
Publisher: IEEE
DOI: 10.23919/eusipco55093.2022.9909793

Sensitive information protection in blockchain-based supply-chain management for aerospace

Author(s): Davide Martintoni, Valerio Senni, Ernesto Gomez Marin, Javier Cabrera Gutierrez
Published in: IEEE International Conference on Omni-layer Intelligent Systems (COINS), 2022, 2022
Publisher: IEEE
DOI: 10.1109/coins54846.2022.9854974

Homomorphic Encryption in Manufacturing Compliance Checks

Author(s): Aikaterini Triakosia, Panagiotis Rizomiliotis, Konstantinos Tserpes, Cecilia Tonelli, Valerio Senni, Fabio Federici
Published in: Trust, Privacy and Security in Digital Business - 19th International Conference, TrustBus 2022, Issue LNCS, volume 13582, 2022
Publisher: Springer
DOI: 10.1007/978-3-031-17926-6_6

Gradient Based Clustering

Author(s): Aleksandar Armacki; Dragana Bajovic; Dusan Jakovetic; Soummya Kar
Published in: The Thirty-ninth International Conference on Machine Learning, Issue 10, 2022, ISSN 2640-3498
Publisher: Proceedings of Machine Learning Research
DOI: 10.5281/zenodo.7007266

Peek-a-boo - i see your smart home activities, even encrypted!

Author(s): Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, Selcuk Uluagac
Published in: Proceedings of the 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2020, Page(s) 207-218, ISBN 9781450380065
Publisher: ACM
DOI: 10.1145/3395351.3399421

Partially Oblivious Neural Network Inference

Author(s): P. Rizomiliotis, C. Diou, A. Triakosia, E. Kyranas, K. Tserpes
Published in: 19th International Conference on Security and Cryptography SECRYPT 2022, 2022, Page(s) 158-169
Publisher: ScitePress
DOI: 10.5220/0011272500003283